A NOVEL CONCEPT DRIFT DETECTION METHOD BASED ON THE PARTIAL DEPENDENCE PROFILE DISPARITY INDEX

References

References

  • Przemyslaw Biecek and Tomasz Burzykowski. Explanatory Model Analysis. Chapman and Hall/CRC, New York, 2021. ISBN: 9780367135591. Link

  • Katarzyna Kobylińska, Mateusz Krzyziński, Rafał Machowicz, Mariusz Adamek, and Przemysław Biecek. Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data. arXiv preprint arXiv:2308.11446, 2023. Link

  • Bilge Celik, Prabhant Singh, Joaquin Vanschoren. Online AutoML: an adaptive AutoML framework for online learning. Machine Learning, Springer Science and Business Media LLC, 112(6): 1897–1921, 2022. DOI